ax-rust-audio

Use when writing Rust code with `axllm` for audio input/output, OpenAI Responses audio mapping, realtime event folding, and generated package audio examples.

Quality

75%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./packages/rust/skills/ax-rust-audio/SKILL.md

Quality

Content

57%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

Well-structured and lean, but the body relies on a minimal code fragment plus external references rather than a complete executable example, and lacks an explicit validation step in its workflow. The inline API surface list and missing bundle files limit progressive disclosure.

Suggestions

Replace the two-line Core Pattern fragment with a complete, copy-paste-ready example (including `options` definition and a basic call) so the body is executable without leaving SKILL.md.

Add an explicit validation checkpoint to the workflow, e.g. "run `cargo check` and verify behavior against a `no-key` example before finalizing."

Move the inline "Relevant API Surface" symbol list into the referenced `API.md` (and include `API.md`, `axir-api.json`, `axir-capabilities.json`, and `examples/` in the bundle) so SKILL.md stays a lean overview with one-level-deep references.

Dimension	Reasoning	Score
Conciseness	The body is lean and assumes Claude's competence, but the inline "Relevant API Surface" symbol list duplicates the referenced `API.md`, a minor instance of content that could be trimmed.	4 / 5
Actionability	The Core Pattern is only a two-line fragment (`let llm = ai("openai", options)?;` with `options` undefined) and the body defers to `examples/` for complete code, leaving key execution details missing.	3 / 5
Workflow Clarity	The Guardrails provide rough guidance but there is no sequenced workflow and no validation checkpoint (e.g., run `cargo check` or verify against `no-key` examples), leaving checkpoints implicit.	3 / 5
Progressive Disclosure	Sections are clear and references to `API.md`, `axir-api.json`, and `examples/` are signaled, but the large inline API-surface list is content that belongs in a separate file, and the referenced files are not present in the bundle.	3 / 5
	Total	13 / 20 Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, specific description with an explicit "Use when…" trigger and a comprehensive list of concrete actions in a distinct niche. The only minor gap is the absence of synonyms or file extensions that would push trigger-term coverage to the top anchor.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — "audio input/output, OpenAI Responses audio mapping, realtime event folding, and generated package audio examples" — giving comprehensive coverage of the skill's domain.	5 / 5
Completeness	Explicitly answers both "what" (the four concrete actions) and "when" via the literal "Use when writing Rust code with `axllm`" trigger phrase.	5 / 5
Trigger Term Quality	Good natural keywords ("writing Rust code", "audio input/output", "realtime event folding", "OpenAI Responses") a user would say, but missing common synonyms or file extensions, so it is not a 5.	4 / 5
Distinctiveness Conflict Risk	A clear niche — Rust + `axllm` + audio/realtime — with distinct, specialized triggers and minimal overlap risk with other skills.	5 / 5
	Total	19 / 20 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: ax-llm/ax
Path: packages/rust/skills/ax-rust-audio/SKILL.md
Commit: 781623e

Reviewed: 1 day ago

Table of Contents

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